Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "5"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 5 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 253 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 232 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_18524/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 5, Node 1:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 0.00% 0.00% 0.00% 0.00% 1.08% 0.00% 0.702518 -0.874275 -0.273839 2.416191 0.211773 3.374714 0.171603 1.899926 0.7321 0.7037 0.2507 3.260034 3.312203
2459593 digital_ok 0.00% 0.00% 0.00% 0.00% 2.15% 1.08% 1.302004 -0.106934 -0.272520 2.874579 -0.099462 -0.028986 0.247031 -0.104795 0.6588 0.6322 0.2099 2.742825 2.502718
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.335214 -0.380146 -0.058008 -0.244100 -1.707306 1.323672 -1.944714 -0.131714 0.0316 0.0317 0.0016 nan nan
2459591 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 0.00% 0.776024 0.415582 0.256809 3.860131 -0.483622 -0.109738 -0.395097 -1.034674 0.5356 0.5386 0.3021 1.712925 1.632546
2459590 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 0.00% 1.076547 0.790513 -0.202364 3.492222 -0.763023 -0.150577 -0.543464 -1.102408 0.5403 0.5400 0.2986 1.995167 1.842496
2459589 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 1.08% -1.063458 -0.821108 -0.327966 3.168863 0.748129 0.156878 1.370488 1.158738 0.6220 0.5988 0.2355 2.025671 1.926711
2459588 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 1.08% 0.803935 1.212817 -0.317694 3.031334 3.013476 0.765902 2.123066 1.156514 0.7260 0.6850 0.2041 4.474551 3.483642
2459587 digital_ok 100.00% - - - 100.00% 0.00% 1.591395 0.968405 0.558291 5.341802 -0.740764 0.018192 -0.842104 -1.309416 nan nan nan 27.993941 23.813346
2459586 digital_ok 0.00% 0.00% 1.08% 0.00% 3.24% 10.27% 0.376578 0.491348 -0.534414 1.085527 -0.734091 -0.150916 -0.542711 -1.472509 0.5419 0.5388 0.2906 2.082383 1.867637
2459585 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.534897 1.313783 0.519573 1.130166 0.003333 2.343917 -0.920566 -0.866875 0.0323 0.0335 0.0009 0.000000 0.000000
2459584 digital_ok 0.00% 33.01% 33.61% 0.00% 35.93% 0.00% 2.845050 1.656047 2.101058 1.151257 -0.764439 -0.376496 -0.554760 -1.053621 0.4798 0.4832 0.2977 1.316107 1.294939
2459583 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459582 digital_ok 0.00% 1.62% 4.86% 0.00% 8.65% 0.00% -0.405961 -0.461778 -0.274942 -0.565268 -1.195855 1.078964 -0.683580 -0.700562 0.5233 0.5244 0.3196 1.722376 1.644664
2459581 digital_ok 0.00% 0.00% 1.62% 0.00% 4.86% 0.54% -0.233833 -0.626047 0.004870 -0.971483 -0.757546 0.446057 -0.457774 -0.920166 0.5342 0.5346 0.3202 1.896127 1.773996
2459580 digital_ok 0.00% 0.00% 0.00% 0.00% 3.76% 0.00% -0.252389 -0.473797 -0.586789 -0.879114 -1.067152 0.631717 -0.723644 -0.970665 0.5434 0.5462 0.3173 2.022015 1.753782
2459579 digital_ok 0.00% 0.00% 0.00% 0.00% 3.76% 0.00% -0.099324 -0.284280 -0.220603 -0.675485 -1.125959 0.265484 -0.483986 -0.740699 0.5392 0.5433 0.3213 2.076372 1.841945
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.478244 0.170954 -0.737927 -0.445652 -1.086888 -0.259742 -0.018612 -1.450616 0.0305 0.0347 0.0022 nan nan
2459577 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 2.70% 0.511072 -0.418390 -0.329672 -0.913740 -0.637714 0.215250 -0.353260 -0.910106 0.5438 0.5486 0.3163 2.041213 1.748521
2459576 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.027027 -0.715892 -0.249496 -0.755300 -0.552544 0.220525 -0.050161 -0.615939 0.0658 0.0605 0.0080 1.138168 1.136809
2459575 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459574 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.067181 -0.492001 -0.359746 -0.765759 -0.129000 -0.749231 0.528843 -0.672557 0.0614 0.0626 0.0062 1.192997 1.197930
2459573 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.828219 -0.121265 -0.404315 -0.879650 -0.679089 0.669893 -0.408913 -0.524266 0.0587 0.0568 0.0060 0.000000 0.000000
2459572 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459571 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.234621 0.229635 -0.830416 -0.469474 -1.118561 0.969149 -0.088752 -1.505523 0.0325 0.0376 0.0023 nan nan
2459570 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.740884 -0.498799 -0.287676 -0.890894 -0.418810 -0.619586 -0.355759 -0.753012 0.0617 0.0654 0.0037 1.196722 1.196039
2459566 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.729900 -0.049538 -0.207661 -0.738423 -0.931335 0.273210 -0.562583 -0.883234 0.0611 0.0603 0.0058 33.138728 19.052026
2459565 digital_ok 0.00% - - - 93.33% 0.00% -1.019629 -1.019629 -0.885933 -0.885933 -0.752740 -0.752740 -0.803206 -0.803206 nan nan nan 0.000000 0.000000
2459564 digital_ok 0.00% 0.00% 0.00% 0.00% 5.20% 0.00% -0.069846 -0.775665 -0.129623 -0.734864 -0.126657 0.376963 -0.207329 -0.403158 0.7034 0.7004 0.4054 2.010464 1.637700
2459563 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459562 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459561 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459560 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.54% 0.094995 -0.432283 -0.089567 -0.450078 -0.068957 0.900930 -0.003270 -0.389534 0.6999 0.6997 0.3926 2.038016 1.624041
2459558 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.072249 18.508149 -0.218048 0.885330 -0.404703 2.341550 -0.423000 -0.666253 0.6943 0.6713 0.3992 6.066276 4.134841
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0378 0.0380 0.0033 nan nan
2459556 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 17.250851 27.775944 0.726549 1.813428 -0.042497 1.529269 -0.114876 -0.304185 0.6854 0.6574 0.3883 6.238302 4.231209
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6838 0.6547 0.3967 nan nan
2459552 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.444177 7.443970 0.429737 -0.336540 5.279351 15.038369 -0.155457 -0.219587 0.7089 0.6911 0.4037 7.853350 0.000000
2459551 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.54% 0.992098 -0.173512 0.360394 -0.509172 0.481279 0.975989 0.274945 -0.321363 0.7025 0.6974 0.3988 2.219867 1.731846
2459550 digital_ok - 99.18% 99.18% 0.00% - - nan nan nan nan nan nan nan nan 0.0350 0.0424 0.0020 nan nan
2459549 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 3.24% 1.833424 0.639345 0.224296 -0.888803 -0.221759 0.172434 0.229751 -0.407479 0.7028 0.6977 0.4102 2.187689 1.699495
2459542 digital_ok 0.00% 0.00% 0.00% 0.00% 22.32% 0.00% 1.772991 0.799377 1.860697 -0.677961 -0.645138 -0.133979 -0.389073 -0.936269 0.7586 0.7440 0.3668 2.129094 1.631631
2459541 digital_ok 0.00% 1.34% 1.34% 0.00% 21.88% 0.00% 1.212712 0.064633 -0.198382 -0.645425 -0.215795 0.850038 1.139178 0.022678 0.7535 0.7347 0.3382 1.646522 1.489817
2459540 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459536 digital_ok 0.00% 0.00% 0.00% 0.00% 5.93% 0.00% 1.206693 -0.374106 0.710235 0.071354 -0.101404 -0.797756 0.232779 -1.314444 0.7294 0.7269 0.4273 2.108244 1.756675
2459535 digital_ok 0.00% 0.00% 0.00% 0.00% 21.43% 3.12% 1.071056 0.376014 0.331184 -0.143454 -0.338161 0.390023 -0.219101 -0.176206 0.7815 0.7520 0.3799 2.302016 1.728849
2459534 digital_ok 0.00% 0.00% 0.00% 0.00% 20.98% 4.46% 0.515293 0.012884 0.351201 -0.035211 -0.114563 0.549851 1.890019 1.306621 0.7770 0.7518 0.3695 2.160343 1.805984
2459533 digital_ok 0.00% 0.00% 0.00% 0.00% 4.89% 0.54% 0.786126 0.406788 -0.096754 -0.831050 -0.323211 1.345579 0.014076 0.129180 0.7204 0.7099 0.4149 1.945234 1.678187
2459532 digital_ok 0.00% 0.00% 0.00% 0.00% 5.00% 1.67% -0.144339 -0.164182 0.159195 -0.840504 0.254113 0.682877 0.673257 0.813990 0.7203 0.7063 0.4172 1.979393 1.660886
2459530 digital_ok 0.00% 0.00% 0.00% 0.00% 4.73% 0.00% 0.046456 -0.542859 0.197882 -0.258607 0.255066 0.827917 1.821640 1.551523 0.7387 0.7237 0.4124 2.105376 1.724502
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.492245 -0.374354 0.286767 -0.746642 0.031706 0.122989 0.939727 1.037598 0.8924 0.9176 0.3644 0.000000 0.000000
2459523 digital_ok 0.00% - - - 22.45% 0.00% -0.115412 -0.386914 0.402873 -1.149065 0.664917 1.290933 2.778984 0.947503 nan nan nan 2.657514 2.208459
2459522 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.849602 -0.274362 -0.511679 -0.669394 0.396884 1.568323 3.543107 2.918188 0.6948 0.6194 0.4023 1.871543 1.887564
2459513 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.269718 0.138149 -0.589047 -0.814746 -1.088402 -0.361393 0.267575 -1.201187 0.0376 0.0417 0.0010 nan nan
2459508 digital_ok 0.00% 0.00% 0.00% 0.00% 81.58% 0.00% -1.016691 -0.951214 -0.008783 -0.310454 -0.287848 0.732012 1.467137 1.745652 0.8943 0.9183 0.2170 0.000000 0.000000
2459505 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.164042 -1.410973 -0.187358 -0.956463 3.436796 3.003043 10.679249 8.381012 0.8917 0.8500 0.2089 20.721684 17.697010
2459503 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.578715 -1.602093 -0.052594 -0.852964 0.727743 -0.506957 5.515626 3.308644 0.8365 0.8252 0.5095 0.000000 0.000000
2459501 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.706821 -1.303739 -0.641354 -0.969639 -0.531734 1.650605 0.581544 -0.138552 0.1021 0.0793 0.0092 0.000000 0.000000
2459500 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.926463 -1.511438 -0.664626 -0.546886 0.087671 -0.749943 -0.135721 -0.440352 0.1077 0.0892 0.0103 0.000000 0.000000
2459499 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.490417 -1.485053 -0.284774 -0.366431 0.170586 -0.903268 1.587637 1.724921 0.0992 0.0949 0.0088 0.000000 0.000000
2459498 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.656844 -1.421999 -0.517145 -0.981392 -0.022970 -1.159143 -0.195742 -0.426601 0.1054 0.0770 0.0093 0.000000 0.000000
2459497 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.197923 -1.567793 -1.080037 -0.998507 -0.783295 -1.304501 1.336131 1.601498 0.1135 0.1140 0.0178 0.000000 0.000000
2459496 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.695618 -1.895639 -0.373107 -0.853569 -0.533523 -1.121453 0.791644 0.865313 0.1278 0.0993 0.0127 0.000000 0.000000
2459495 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.683960 -1.653396 -0.367687 -0.878291 -0.395290 -1.031737 0.982256 0.848615 0.1224 0.0969 0.0136 0.000000 0.000000
2459494 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.747760 -1.206363 -0.432079 -0.358672 -0.342994 -0.492265 0.874316 0.363492 0.1180 0.0943 0.0120 0.000000 0.000000
2459492 digital_ok 0.00% 0.00% 0.00% 0.00% 50.00% 0.00% -0.505978 -1.482051 -1.480244 0.019384 -0.458826 1.254944 0.463554 0.264521 0.7475 0.7929 0.3442 0.367511 0.347755
2459491 digital_ok 0.00% 0.00% 0.00% 0.00% 50.00% 0.00% -0.812188 -0.094242 -1.358048 0.348722 -0.499482 0.182244 2.703526 1.943586 0.7958 0.8106 0.2676 0.852148 0.821267
2459490 digital_ok 0.00% 0.00% 0.00% 0.00% 47.37% 0.00% 0.027333 -0.599069 -1.599916 0.613922 -0.898437 -0.230536 -0.207883 -0.964952 0.7395 0.7891 0.3854 2.172145 1.957729
2459489 digital_ok 0.00% 0.00% 0.00% 0.00% 47.37% 0.00% -0.111829 -1.193448 -1.566931 0.004962 -0.046597 -0.219238 0.755461 -0.469716 0.7638 0.8011 0.3140 2.110864 1.807680
2459488 digital_ok 0.00% 0.00% 0.00% 0.00% 85.71% 0.00% -0.320936 -1.737996 -1.231277 -0.018004 -0.790921 0.562389 -0.181448 -1.126456 0.7635 0.8028 0.3598 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 5: 2459795

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 3.985750 1.334850 0.877526 3.985750 0.714753 0.793229 0.282409 -2.256394 0.094535

Antenna 5: 2459794

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 4.340934 0.672155 1.346830 0.650974 4.340934 0.575136 1.741411 1.269197 -2.618409

Antenna 5: 2459793

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 3.531357 0.828015 1.278104 0.944165 3.531357 0.380687 1.409452 -0.104169 -1.913624

Antenna 5: 2459792

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 5.611552 0.469981 1.281052 0.680208 5.611552 0.098615 4.017679 0.282976 -0.958539

Antenna 5: 2459791

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 6.842741 0.517385 2.138602 1.037983 6.842741 1.841419 4.872787 0.998944 -0.002420

Antenna 5: 2459790

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 6.326471 2.958880 1.238507 6.326471 1.375139 5.325416 1.355962 -1.335545 3.858274

Antenna 5: 2459789

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 5.864283 1.982401 -0.338885 5.864283 -0.920771 3.497042 -0.772073 -2.805343 0.258590

Antenna 5: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 6.290653 1.558119 0.069626 6.290653 -0.759863 5.103948 -1.148536 -1.527781 0.199699

Antenna 5: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 5.276492 0.337733 1.408688 -0.902882 5.276492 -0.427966 2.698264 0.801594 -0.573335

Antenna 5: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 6.835890 1.823798 -0.158440 6.835890 -0.549317 5.575700 -1.047555 -1.480588 0.369744

Antenna 5: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 14.240821 1.844571 0.122348 14.240821 0.170473 7.810255 -0.074315 -1.160303 0.251000

Antenna 5: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 11.665385 0.594935 2.662841 -0.427998 11.665385 -1.255034 8.804793 -0.043963 -1.443586

Antenna 5: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 1.698900 1.111457 0.856499 1.698900 -0.435944 1.507116 -0.010998 -1.750075 -0.119932

Antenna 5: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Shape 1.308811 1.308811 -0.007016 0.871232 -0.792634 0.813872 -0.370282 -1.578592 -0.406399

Antenna 5: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Variability 0.458325 -0.213971 -0.909254 -0.064076 -1.199698 0.458325 -1.970952 0.190367 -1.226525

Antenna 5: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 1.277217 0.692530 0.083501 1.277217 -0.458476 1.212258 -0.000724 -1.759935 -0.284117

Antenna 5: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Power inf 557.660830 701.124949 inf inf 23067.719722 33686.209415 48147.537989 71734.376825

Antenna 5: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 2.936364 0.664404 0.333243 2.423728 0.609465 2.936364 -0.267332 -1.889390 -0.185683

Antenna 5: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Power 0.014260 -0.167584 -0.901739 0.014260 -1.048211 0.011592 -1.250209 -0.041871 -1.040446

Antenna 5: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 0.181611 -0.787106 0.107497 -1.157491 0.025943 -1.361251 -0.004926 -1.002942 0.181611

Antenna 5: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 2.082835 -0.016322 0.026285 0.949313 0.170556 0.988687 -0.005685 -1.217350 2.082835

Antenna 5: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 1.832523 0.162490 -0.255589 1.832523 -0.066263 0.372418 -0.448195 -1.458740 -0.350716

Antenna 5: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 2.414763 0.025500 0.670470 0.172161 2.414763 -0.640290 1.600258 -0.363436 -1.982078

Antenna 5: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 5: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 0.504890 -1.090297 0.017787 -1.187014 0.274172 -1.233765 0.167852 -1.074290 0.504890

Antenna 5: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 3.086634 0.778545 0.177780 2.643292 0.326366 3.086634 -1.224715 -1.854315 -0.245248

Antenna 5: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Shape 0.649601 0.649601 -0.591265 0.325866 0.435093 -0.642189 0.081373 0.174981 0.328411

Antenna 5: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 1.704583 0.408801 -0.065248 1.704583 0.637492 0.590353 -0.367232 -1.913584 0.010971

Antenna 5: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 2.479326 -0.063869 0.497460 -0.126506 2.479326 -0.611106 1.780499 -0.040648 -3.108104

Antenna 5: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 5: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Power -0.072135 -0.186372 -0.604086 -0.072135 -0.233443 -0.651669 -0.394318 -0.376038 -1.083324

Antenna 5: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 0.009164 -0.467347 -0.025595 0.009164 -0.113528 -0.571037 -0.170349 -0.987838 -0.332050

Antenna 5: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 0.594953 0.002617 -0.639549 0.155159 -0.519625 -0.129498 -0.511495 0.594953 -1.141676

Antenna 5: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 1.546573 -0.336735 -0.921556 0.003890 -0.409357 -0.343347 -0.646230 1.546573 -1.110404

Antenna 5: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 5: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 5: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 2.895643 -0.220969 0.759265 0.046767 2.686930 -0.378705 2.895643 1.825457 -1.617233

Antenna 5: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 4.983415 3.329499 4.098358 3.602535 4.983415 3.291226 3.294220 -1.839928 -1.367041

Antenna 5: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 0.623357 -0.093919 -0.563919 0.317440 0.623357 -0.670400 -0.337022 0.053539 -1.659358

Antenna 5: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 0.290773 -0.099637 -0.047629 0.015636 0.006508 -0.836003 0.239411 0.290773 -0.423397

Antenna 5: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 5: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 5: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 5: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 5: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 5: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 5: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.944927 0.354289 -0.400585 1.397681 -0.658039 -0.538475 1.944927 0.060525 -0.604904

Antenna 5: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 3.323341 1.066103 0.778797 0.467476 3.323341 -0.568964 2.153059 -0.273618 -1.696085

Antenna 5: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 0.041539 -0.135577 -0.132905 0.041539 -0.257797 -0.264997 -0.132039 -1.062576 -0.332509

Antenna 5: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 0.643640 -0.343356 -0.377686 0.013466 -0.195510 0.643640 -0.762497 -0.424156 -0.064250

Antenna 5: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.056724 -0.070608 -0.280408 0.144003 -0.268007 1.056724 -1.075948 -0.633929 0.123092

Antenna 5: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 0.660964 -0.069647 -0.030041 0.088533 -0.173352 0.660964 -0.937167 -0.500169 -0.128978

Antenna 5: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 2.459790 0.295054 0.473395 2.459790 -0.063652 -0.084592 -0.156727 -1.380904 -0.374957

Antenna 5: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 0.849348 -0.164494 -0.146254 -0.288972 0.172201 -1.150151 0.849348 0.024649 -0.637370

Antenna 5: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Shape 0.225130 -0.596531 0.225130 -0.336738 0.006357 -0.916823 -0.156402 -0.681474 -0.452538

Antenna 5: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 5: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.721645 -0.360524 -0.030573 -0.182524 -0.013995 1.721645 -1.150501 -0.312026 0.126799

Antenna 5: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Shape -0.006241 -0.464151 -0.006241 -0.323718 -0.338502 -0.290084 -0.828827 -0.694625 -0.275397

Antenna 5: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 2.940706 0.605653 1.492404 0.304021 2.940706 0.019242 1.894642 -0.014544 -1.951385

Antenna 5: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Shape 0.104883 0.104883 -0.428902 0.020051 -0.184433 -1.235617 -0.379436 -0.606805 -0.853993

Antenna 5: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Shape -0.055052 -0.528458 -0.055052 -0.227860 -0.303280 -0.059869 -1.006801 -0.617038 -0.235724

Antenna 5: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Power 0.140998 -0.002630 -0.540284 0.140998 -0.602749 -0.528152 -0.568585 -0.081086 -0.656687

Antenna 5: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 0.155578 -0.158776 -0.475003 -0.053560 -0.693566 -1.232661 0.155578 -0.416156 -0.629599

Antenna 5: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.102651 -0.035225 -0.555720 -0.174590 -0.265618 -1.657984 1.102651 -0.279462 -0.447292

Antenna 5: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 2.801991 0.308292 0.991518 -0.376350 2.801991 -0.653444 2.158929 -0.448863 -2.059475

Antenna 5: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 0.428402 -0.628826 0.006254 -0.212218 0.023184 0.428402 -0.618651 -0.567296 -0.321130

Antenna 5: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 2.877601 0.653303 0.578691 2.877601 0.010372 1.194729 0.254644 -0.981413 1.305818

Antenna 5: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.031356 0.120849 -0.890544 -0.356893 -0.584683 1.031356 -0.894763 -0.782328 -0.479122

Antenna 5: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 1.015910 0.252212 -0.762083 -0.037883 -0.865577 1.015910 -1.496809 -0.718388 -0.497036

Antenna 5: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 2.722794 0.629542 0.905961 -0.498669 2.722794 -0.557467 1.899232 -0.086308 -2.007891

Antenna 5: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Shape 0.737986 0.737986 0.386801 -1.555025 -0.753193 -1.479201 -1.468175 -0.467543 -0.062179

Antenna 5: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Variability 0.903304 0.285219 -0.674854 0.063238 -0.788433 0.903304 -1.294884 -0.751987 -0.425163

Antenna 5: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Power 0.379365 -0.328712 -0.369185 -0.724529 0.379365 0.037038 -1.050659 -0.715168 -0.244522

Antenna 5: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 0.249716 -0.154784 -0.862891 -0.668226 0.089405 -0.008971 -0.147793 -0.092457 0.249716

Antenna 5: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 2.129674 0.697193 0.107869 -0.849065 2.129674 -0.692243 -0.680670 -0.330864 -1.591202

Antenna 5: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Shape 0.987112 0.157750 0.987112 0.492487 -0.238023 -0.477891 -0.693008 -0.922819 -0.135818

Antenna 5: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 7170.402558 1934.485793 1934.485793 1793.074681 1793.074681 1446.689880 1446.689880 7170.402558 7170.402558

Antenna 5: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Temporal Discontinuties 275.727083 73.706908 73.706908 65.672380 65.672380 70.842001 70.842001 275.727083 275.727083

Antenna 5: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 N01 digital_ok ee Temporal Discontinuties 615.046852 173.074884 173.074884 169.346835 169.346835 184.000284 184.000284 615.046852 615.046852

Antenna 5: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 N01 digital_ok nn Power 1.745165 1.108215 0.556055 1.745165 -0.892655 1.434411 -1.139120 -1.359194 -0.478729

Antenna 5: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 1 digital_ok nn Temporal Discontinuties 3.126404 -0.604678 -0.001085 -0.881520 2.699132 -1.114234 1.044141 -1.212617 3.126404

Antenna 5: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 1 digital_ok nn Power 0.599983 0.288421 -1.060169 -0.473017 0.599983 0.018086 -0.192989 -0.338455 0.486463

Antenna 5: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 1 digital_ok nn Power 1.812862 1.177954 0.408190 -1.019070 1.812862 -1.551455 -0.257498 -0.338219 -1.653032

Antenna 5: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 1 digital_ok nn Power 2.353158 1.110180 0.771968 -0.783916 2.353158 -1.148702 0.003313 -0.604673 -2.040427

Antenna 5: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 1 digital_ok nn Power 1.139642 0.915531 0.075933 -0.000935 1.139642 -1.056084 0.998193 -0.305134 -1.142677

Antenna 5: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 1 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 5: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 1 digital_ok nn Power 2.526950 0.302203 0.280825 2.526950 -0.792194 -1.019619 -0.525599 -2.410105 0.019711

Antenna 5: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 1 digital_ok nn Power 1.593453 0.614049 0.658580 1.593453 -0.668611 0.840925 -1.244002 -1.025674 -0.335106

Antenna 5: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 1 digital_ok nn Power 1.584440 0.818450 0.488330 1.584440 -0.686719 0.688761 -1.486484 -0.939464 -0.071068

Antenna 5: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 1 digital_ok nn Power 2.190022 0.672745 0.689498 -0.799099 2.190022 -0.386753 0.726907 1.119116 -1.447003

Antenna 5: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 1 digital_ok nn Power 2.223900 0.302702 0.532841 2.223900 -0.749477 1.118785 0.136365 -1.318995 1.285602

Antenna 5: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 1 digital_ok nn Power 2.103874 0.666968 0.401491 -0.868720 2.103874 -0.798547 1.279983 0.832977 -1.015420

Antenna 5: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 1 digital_ok nn Power 2.409410 0.515617 0.685638 2.409410 -0.572955 0.720227 -1.062520 -1.229357 -0.160150

Antenna 5: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 1 digital_ok nn Temporal Variability 2.692570 0.502070 1.157925 -0.659762 2.303147 -1.215787 2.692570 0.147224 -1.327577

Antenna 5: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 1 digital_ok nn Power 1.987238 0.369699 0.542835 1.987238 -0.694334 0.491106 -0.684666 -1.021839 -0.195300

Antenna 5: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 1 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 5: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 1 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 5: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
5 1 digital_ok nn Shape 1.140615 1.140615 0.005436 0.523210 -0.628987 1.105085 -0.791897 -0.867975 -0.758059

Antenna 5: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 1 digital_ok nn Temporal Variability 1.886490 0.817586 0.725009 -0.752076 1.839383 -0.950770 1.886490 -0.505087 0.255821

Antenna 5: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
5 1 digital_ok nn Power 2.149386 0.990122 0.495866 -0.543170 2.149386 -0.938288 0.548541 -0.567594 -1.690353